Since 2015, Wembassy has had one mission: remove the friction from family office operations and illuminate the true potential of technology to help the families we work with. We've done that through custom web development, secure document portals, and operational automation — building lasting partnerships with family offices who need technology that actually works.
Now we're doing it with AI. Specifically, with agentic systems and large language models.
Wembassy is becoming an AI-First Family Office Consultancy.
What Being AI-First Actually Means
To get the most important part out of the way: this doesn't mean we're abandoning custom development or Drupal. It simply means that we've fully embraced AI, which we believe means we're about to get a whole lot better, faster, and more ambitious at solving family office problems.
For us, this transformation has two parts.
First, we're restructuring how we work internally. AI agents are now integrated into our development workflow — but we are also mandating them for project discovery, requirements gathering, and operational analysis. Everyone at Wembassy uses AI in their daily work.
Every system we design, every workflow we refine makes the next one better and faster. We're not just getting better at this — we're getting better at getting better.
Second, we're offering AI services to our family office clients, with services like:
- AI readiness assessments — Is your data infrastructure ready for AI integration?
- Custom agent development — Multi-agent platforms for document analysis, reporting, and compliance
- Workflow automation — From manual processes to autonomous systems
- Staff training & enablement — Helping your team work at the speed of AI
We can help navigate the landscape of AI possibilities and, most importantly, we can help you start to retool your staff to work alongside intelligent systems. We're learning something new every day, we want to share what's working, and we want to help family offices start their AI journeys in ways that are both empowering and secure.
AI — But Not Only One Tool
Being "AI-First" doesn't mean we only use one platform. We work with the full range of AI tools, including Claude, OpenAI, Gemini, and open-source models, and we'll help clients with whatever tools make sense for their security and compliance requirements.
We've also developed workflows with agentic tools that orchestrate these large language models. Tools like n8n for workflow automation, Perplexity for research, and custom agent frameworks are becoming essential parts of how we deliver value.
Two approaches have become especially central to how we work: spec-driven AI development and multi-agent orchestration. Both ensure that AI serves your family's specific needs, not generic outputs.
Why AI as Our Foundation?
So why are we aligning ourselves so closely with AI tools? We've worked with family offices for nearly a decade. We chose to go AI-first for a few reasons.
First, it's where we've gone deepest, and where we have found the most value. AI-assisted development is now our daily workflow, but we're also excited by the transformative way it can help solve operational issues. Modern LLMs are exceptionally good at understanding context, and great at reasoning through complex problems alongside experts.
Second, the business philosophy aligns with our own. From approaches to security and transparency, to research focus, to education efforts: we feel that thoughtful AI development aligns with how we've always approached technology — responsibly and with long-term thinking.
We're still tool-agnostic when it comes to solving client problems — we use what works, and many of the LLMs can support the same workflows we've standardized on. So while we are AI-first, we are not AI-only.
Always Learning
Given the speed of these advancements, we are, and will be for the foreseeable future, in active discovery and learning mode.
I haven't been this excited about technology since the early days of agentic systems. Back then it felt like the ground was shifting under our feet in the best possible way — empowering motivated people to bring real change to family offices and wealth management. New capabilities brought amazing new possibilities, and the community was figuring things out together in real time.
That's where I feel we are now with AI, except at a level I never imagined possible. Every week brings new tools, new capabilities, new ways of working. We're learning alongside everyone else, but we're learning fast, and we're learning by doing.
To say that I'm excited by all of this is an incredible understatement: I have never felt more keenly that a technology had the potential to change family office operations for both better and worse, and I've never been more motivated to ensure we end up on the better side of that equation.
AI dramatically changes the landscape of potential tools and expertise that we can bring to bear on problem spaces that were off limits due to time and cost constraints.
Custom Development Isn't Going Anywhere — It's Getting Stronger
Becoming an AI-First Consultancy doesn't mean we're walking away from our development roots. Our team has been building secure web systems for family offices for nearly a decade. We advance the platforms on which we work by contributing our time, code, and knowledge.
Our belief is that AI is going to let us contribute more. When a developer can move through routine tasks faster, they have more time for the work that matters, including upstream contributions. When we can explore more solutions in less time, we can share those solutions with the community. The backlog of "things we'd build if we had the time" is about to get a lot shorter.
We anticipate dramatically increasing our capabilities for family offices. Not despite embracing AI, but because of it.
We want to bring that same ethos to AI itself. We're looking for ways to open up what we learn and build, to share our discoveries, our workflows with the broader family office community.
The family offices thriving in 2026 won't be the ones with the most technology. They'll be the ones using technology most intelligently.